Xiaqiong Fan

Deep learning-based component identification for the Raman spectra of mixtures

Xiaqiong Fan, Huitao Zeng, Zhimin Zhang et al. · The Analyst · 2019 · 208 citations

Computing, Computer Science, Machine Learning +16

A Universal and Accurate Method for Easily Identifying Components in Raman Spectroscopy Based on Deep Learning

Xiaqiong Fan, Yue Wang, Chuanxiu Yu et al. · Analytical Chemistry · 2023 · 55 citations

Natural Sciences, Chemistry, Computer Science +14

Ultra-fast and accurate electron ionization mass spectrum matching for compound identification with million-scale in-silico library

Qiong Yang, Hongchao Ji, Zhenbo Xu et al. · Nature Communications · 2023 · 48 citations · Full text

Natural Sciences, Bioinformatics, Chemistry +13

Retention time prediction in hydrophilic interaction liquid chromatography with graph neural network and transfer learning

Qiong Yang, Hongchao Ji, Xiaqiong Fan et al. · Journal of Chromatography A · 2021 · 42 citations

Pharmacy, Pharmaceutical Analysis, Analytical Chemistry +15

Direct calibration transfer to principal components via canonical correlation analysis

Xiaqiong Fan, Hongmei Lü, Zhimin Zhang · Chemometrics and Intelligent Laboratory Systems · 2018 · 32 citations

Computing, Computer Science, Data Science +13